Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 1.528606 1.921210 2.453324 3.261614 4.529479 6.593421 10.629965
2025-08-03 1.013704 1.395601 1.997572 3.117368 5.468541 11.424497 37.792891
2025-08-10 0.802440 1.170595 1.812368 3.199172 6.943182 22.516336 487.892755
2025-08-17 0.685438 1.044555 1.721831 3.383394 9.113177 55.571763 NaN
2025-08-24 0.590346 0.925618 1.592133 3.382103 10.902954 148.328303 NaN
2025-08-31 0.511243 0.816150 1.443209 3.232812 11.937027 435.421808 NaN
2025-09-07 0.469319 0.767529 1.409856 3.408727 15.662314 NaN NaN
2025-09-14 0.427705 0.711077 1.341329 3.429282 18.881932 NaN NaN
2025-09-21 0.388173 0.652173 1.251626 3.322018 20.901763 NaN NaN
2025-09-28 0.357476 0.606976 1.185535 3.272165 23.959721 NaN NaN
2025-10-05 0.346309 0.601056 1.218500 3.666829 39.697256 NaN NaN
2025-10-12 0.330448 0.582391 1.212547 3.894237 60.638170 NaN NaN
2025-10-19 0.309418 0.550125 1.163211 3.884563 78.326681 NaN NaN
2025-10-26 0.286972 0.512246 1.090794 3.709529 85.487345 NaN NaN
2025-11-02 0.273310 0.492907 1.069191 3.817127 132.727302 NaN NaN
2025-11-09 0.263456 0.481129 1.067772 4.056967 283.550476 NaN NaN
2025-11-16 0.250254 0.459933 1.032772 4.055339 467.272945 NaN NaN
2025-11-23 0.235267 0.433064 0.975252 3.861113 515.286646 NaN NaN
2025-11-30 0.228193 0.424526 0.975202 4.090107 2459.472091 NaN NaN
2025-12-07 0.218773 0.409330 0.950490 4.116964 15885.851356 NaN NaN
2025-12-14 0.207987 0.389867 0.908481 3.977042 57293.613076 NaN NaN
2025-12-21 0.199039 0.374273 0.877405 3.912206 NaN NaN NaN
2025-12-28 0.197384 0.376647 0.908336 4.428861 NaN NaN NaN